Browse > Time Series > Stock Market Prediction

Stock Market Prediction

5 papers with code · Time Series

State-of-the-art leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

Sentiment Analysis of Twitter Data for Predicting Stock Market Movements

28 Oct 2016harishpuvvada/BitCoin-Value-Predictor

In this paper, we have applied sentiment analysis and supervised machine learning principles to the tweets extracted from twitter and analyze the correlation between stock market movements of a company and sentiments in tweets.

SENTIMENT ANALYSIS STOCK MARKET PREDICTION

Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural Network

15 Nov 2018maobubu/stock-prediction

Stock market prediction is one of the most attractive research topic since the successful prediction on the market's future movement leads to significant profit.

STOCK TREND PREDICTION

Discovering Bayesian Market Views for Intelligent Asset Allocation

27 Feb 2018fxing79/ibaa

Along with the advance of opinion mining techniques, public mood has been found to be a key element for stock market prediction.

OPINION MINING STOCK MARKET PREDICTION

Event Representation Learning Enhanced with External Commonsense Knowledge

9 Sep 2019MagiaSN/CommonsenseERL_EMNLP_2019

Prior work has proposed effective methods to learn event representations that can capture syntactic and semantic information over text corpus, demonstrating their effectiveness for downstream tasks such as script event prediction.

REPRESENTATION LEARNING STOCK MARKET PREDICTION

Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction

COLING 2018 sudy/coling2018

The model uses a target-sensitive representation of the news abstract to weigh sentences in the news content, so as to select and combine the most informative sentences for market modeling.

INFORMATION RETRIEVAL STOCK MARKET PREDICTION